Recognizing and distinguishing coal and gangue are essential in engineering. such as in coal-fired power plants. This paper employed a convolutional neural network (CNN) to recognize coal and gangue images and help segregate coal and gangue. A typical workflow for CNN image recognition is presented as well as a strategy for updating the model parameters. https://allfixelectricales.shop/product-category/biscuit-baking-tray/